A survey of the ontogeny of tool use: from sensorimotor experience to planning

F Guerin, N Kruger, D Kraft - IEEE Transactions on Autonomous …, 2012 - ieeexplore.ieee.org
In this paper, we review current knowledge on tool use development in infants in order to
provide relevant information to cognitive developmental roboticists seeking to design …

Learning like a baby: a survey of artificial intelligence approaches

F Guerin - The Knowledge Engineering Review, 2011 - cambridge.org
One of the major stumbling blocks for artificial intelligence remains the commonsense
knowledge problem. It is not clear how we could go about building a program which has all …

Dev ER: A computational model of early cognitive development as a creative process

W Aguilar, RP y Pérez - Cognitive Systems Research, 2015 - Elsevier
This paper describes a computational model named Dev ER (Developmental Engagement-
Reflection) that, inspired by Piaget's theory, simulates the assimilation-accommodation …

An intrinsically-motivated schema mechanism to model and simulate emergent cognition

OL Georgeon, FE Ritter - Cognitive Systems Research, 2012 - Elsevier
We introduce an approach to simulate the early mechanisms of emergent cognition based
on theories of enactive cognition and on constructivist epistemology. The agent has intrinsic …

On bootstrapping sensori-motor patterns for a constructivist learning system in continuous environments

S Mazac, F Armetta, S Hassas - Artificial Life Conference Proceedings, 2014 - direct.mit.edu
The theory of cognitive development from Jean Piaget (1923) is a constructivist perspective
of learning that has substantially influenced cognitive science domain. Indeed it seems that …

PSchema: A developmental schema learning framework for embodied agents

M Sheldon, M Lee - 2011 IEEE International Conference on …, 2011 - ieeexplore.ieee.org
In this paper we introduce PSchema, a framework for Piagetian schema learning which
allows for the direct use of symbolic schema learning in a robotic environment. We show the …

[PDF][PDF] A Piagetian model of early sensorimotor development

F Guerin, D McKenzie - Proceedings from Epigenetic …, 2008 - informatics.sussex.ac.uk
We are interested in developing a computational model of Piaget's theory of sensorimotor
intelligence. The main difficulty is that Piaget's theory is quite vague. We analyse existing …

[PDF][PDF] History of usage of Piaget's theory of cognitive development in AI and robotics: A look backwards for a step forwards

G Stojanov - Proceedings of the Ninth International Conference on …, 2009 - researchgate.net
It appears that the topic of cognitive development went mainstream in AI and robotics in the
last 10 years or so1. As a result, Jean Piaget's ideas on child cognitive development and his …

Emergence of eye–hand coordination as a creative process in an artificial developmental agent

W Aguilar, R Perez y Perez - Adaptive Behavior, 2017 - journals.sagepub.com
Based on Piaget's theory of cognitive development and an extension of the Engagement-
Reflection model of creativity, the Developmental Engagement-Reflection (Dev ER) model …

The Construction of Reality in an AI: A Review

JW Johnston - arXiv preprint arXiv:2302.05448, 2023 - arxiv.org
AI constructivism as inspired by Jean Piaget, described and surveyed by Frank Guerin, and
representatively implemented by Gary Drescher seeks to create algorithms and knowledge …